2024

Gunawardhana, K.R. Sanjaya D. ORCID: 0000-0002-3793-0688, Simorangkir, Roy B.V.B. ORCID: 0000-0001-6233-2148, McGuinness, Garrett ORCID: 0000-0002-1023-8667, Rasel, M. Salauddin ORCID: 0000-0001-6909-7419, Magre Colorado, Luz A. ORCID: 0000-0003-3528-2688, Baberwal, Sonal S. ORCID: 0000-0002-4809-1568, Ward, Tomás E. ORCID: 0000-0002-6173-6607, O’Flynn, Brendan ORCID: 0000-0002-5522-2597 and Coyle, Shirley ORCID: 0000-0003-0493-8963 (2024) The potential of electrospinning to enable the realization of energy-autonomous wearable sensing systems. ACS Nano, 18 (4). pp. 2649-2684. ISSN 1936-0851

2023

Yan, Sen ORCID: 0000-0002-6860-3962, Fang, Hongyuan, Li, Ji ORCID: 0000-0001-7910-8011, Ward, Tomás E. ORCID: 0000-0002-6173-6607, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Liu, Mingming ORCID: 0000-0002-8988-2104 (2023) Privacy-aware energy consumption modeling of connected battery electric vehicles using federated learning. IEEE Transactions on Transportation Electrification . ISSN 2332-7782

Inacio, Mario, Esser, Patrick ORCID: 0000-0002-3227-0115, Weedon, Benjamin David ORCID: 0000-0001-6983-5119, Joshi, Shawn ORCID: 0000-0002-7938-6393, Meaney, Andy, Delextrat, Anne ORCID: 0000-0003-0876-6775, Springett, Daniella ORCID: 0000-0002-4478-827X, Kemp, Steve, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Izadi, Hooshang ORCID: 0000-0002-1767-6889, Johansen-Berg, Heidi ORCID: 0000-0002-4134-9730 and Dawes, Helen ORCID: 0000-0002-2933-5213 (2023) Learning a novel rhythmic stepping task in children with probable developmental coordination disorder. Clinical Biomechanics, 102 . ISSN 0268-0033

Brophy, Eoin, She, Qi, Wang, Zhengwei ORCID: 0000-0001-7706-553X and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2023) Generative adversarial networks in time series: a systematic literature review. ACM Computing Surveys, 55 (10). ISSN 0360-0300

2022

Redmond, Peter, Fleury, Andrew and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) An open source multi-modal data-acquisition platform for experimental investigation of blended control of scale vehicles. In: IEEE International Conference on Metrology for Extended Reality, AI and Neural Engineering, 26-28 Oct 2022, Rome.

Zhang, Lili ORCID: 0000-0002-2203-2949, Monacelli, Greta ORCID: 0000-0003-4677-4661, Vashisht, Himanshu ORCID: 0000-0002-2726-946X, Schlee, Winfried ORCID: 0000-0001-7942-1788, Langguth, Berthold ORCID: 0000-0002-7066-510X and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) The effects of tinnitus in probabilistic learning tasks: protocol for an ecological momentary assessment study. JMIR Research Protocols, 11 (11). ISSN 1929-0748

Zhang, Lili ORCID: 0000-0002-2203-2949, Vashisht, Himanshu ORCID: 0000-0002-2726-946X, Totev, Andrey ORCID: 0000-0002-9093-5744, Trinh, Nam ORCID: 0000-0003-0307-3793 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) A comparison of distributed machine learning methods for the support of “many labs” collaborations in computational modeling of decision making. Frontiers in Psychology, 13 . ISSN 1664-1078

Brophy, Eoin, Hennelly, Bryan ORCID: 0000-0003-1326-9642, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine ORCID: 0000-0003-0920-5291 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) Improved electrode motion artefact denoising in ECG using convolutional neural networks and a custom loss function. IEEE Access, 10 . pp. 54891-54898. ISSN 2169-3536

Zhang, Lili ORCID: 0000-0002-2203-2949, Vashisht, Himanshu ORCID: 0000-0002-2726-946X, Nethra, Alekhya, Slattery, Brian ORCID: 0000-0001-8342-5781 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) Differences in learning and persistency characterizing behavior in chronic pain for the Iowa gambling task: web-based laboratory-in-the-field study. Journal of Medical Internet Research (JMIR), 24 (4). ISSN 1438-8871

Wang, Zhengwei ORCID: 0000-0001-7706-553X, O'Dwyer, Kevin ORCID: 0000-0001-7405-9679, Muddiman, Ryan ORCID: 0000-0001-9369-749X, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Camp Jr., Charles H. ORCID: 0000-0002-5805-1842 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2022) VECTOR: Very deep convolutional autoencoders for non-resonant background removal in broadband coherent anti-Stokes Raman scattering. Journal of Raman Spectroscopy, 53 (6). pp. 1081-1093. ISSN 0377-0486

Joshi, Shawn ORCID: 0000-0002-7938-6393, Weedon, Benjamin D. ORCID: 0000-0001-6983-5119, Esser, Patrick ORCID: 0000-0002-3227-0115, Liu, Yan‑Ci ORCID: 0000-0002-3194-259X, Springett, Daniella N. ORCID: 0000-0002-4478-827X, Meaney, Andy, Inacio, Mario, Delextrat, Anne ORCID: 0000-0003-0876-6775, Kemp, Steve, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Izad, Hooshang, Dawes, Helen ORCID: 0000-0002-2933-5213 and Ayaz, Hasan ORCID: 0000-0001-5514-2741 (2022) Neuroergonomic assessment of developmental coordination disorder. Scientific Reports, 12 . ISSN 2045-2322

de Paor, Annraoi M. and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2022) The Lapicque equation in neuroelectrical stimulation. Lekar a technika – Clinician and Technology, 52 (1). pp. 5-7. ISSN 0301-5491

2021

Brophy, Eoin, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine ORCID: 0000-0003-0920-5291 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Multivariate generative adversarial networks and their loss functions for synthesis of multichannel ECGs. IEEE Access, 9 . pp. 158936-158945. ISSN 2169-3536

Gu, Yingqi ORCID: 0000-0001-5807-6102, Zalkikar, Akshay, Liu, Mingming ORCID: 0000-0002-8988-2104, Kelly, Lara, Hall, Amy ORCID: 0000-0002-3461-2385, Daly, Kieran and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Predicting medication adherence using ensemble learning and deep learning models with large scale healthcare data. Scientific Reports, 11 . ISSN 2045-2322

Brophy, Eoin, De Vos, Maarten ORCID: 0000-0002-3482-5145, Boylan, Geraldine ORCID: 0000-0003-0920-5291 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Estimation of continuous blood pressure from PPG via a federated learning approach. Sensors, 21 (18). ISSN 1424-8220

Barton, Sinead ORCID: 0000-0003-4915-7335, Alakkari, Salaheddin, O'Dwyer, Kevin ORCID: 0000-0001-7405-9679, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2021) Convolution network with custom loss function for the denoising of low SNR Raman spectra. Sensors, 21 (14). ISSN 1424-8220

Wang, Zhengwei ORCID: 0000-0001-7706-553X, She, Qi and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Generative adversarial networks in computer vision: a survey and taxonomy. ACM Computing Surveys, 54 (2). ISSN 0360-0300

Arthurs, Mel ORCID: 0000-0002-2642-4704, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2021) Accurate reaction times on smartphones: the challenges of developing a mobile psychomotor vigilance task. In: ISWC '21: 2021 International Symposium on Wearable Computers, 21-26 Sept 2021, Online (USA). ISBN 978-1-4503-8462-9

2020

Azcona, David ORCID: 0000-0003-3693-7906, Moreu, Enric, Hu, Feiyan ORCID: 0000-0001-7451-6438, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2020) Predicting media memorability using ensemble models. In: MediaEval 2019, 27 - 29 Oct 2019, Sophia Antipolis, France.

Wang, Zhengwei ORCID: 0000-0001-7706-553X, She, Qi, Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Healy, Graham ORCID: 0000-0001-6429-6339 (2020) Synthetic-Neuroscore: using a neuro-AI interface for evaluating generative adversarial networks. Neurocomputing, 405 . pp. 26-36. ISSN 0925-2312

de Paor, Annraoi and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2020) Nested similarity in matrix theory. Mathematical Proceedings of the Royal Irish Academy, 120A (1). pp. 19-24.

2019

Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2019) Experiences and insights from the collection of a novel multimedia EEG dataset. In: 26th International Conference on Multimedia Modeling (MMM2020), 5-8 Jan 2020, Daejeon, Korea (Republic of). ISBN 978-3-030-37733-5

Bin-Hezam, Reem and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) A machine learning approach towards detecting dementia based on its modifiable risk factors. International Journal of Advanced Computer Science and Applications, 10 (8). ISSN 2158-107X

Almasoud, Marwa and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Detection of chronic kidney disease using machine learning algorithms with least number of predictors. International Journal of Soft Computing and Its Applications, 10 (8). ISSN 2074-8523

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Use of neural signals to evaluate the quality of generative adversarial network performance in facial image generation. Cognitive Computation, 12 (1). pp. 13-24. ISSN 1866-9964

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation. Brain-Computer Interfaces, 6 (4). pp. 132-145. ISSN 2326-263X

Arvaneh, Mahnaz ORCID: 0000-0002-5124-3497, Robertson, Ian H. ORCID: 0000-0001-8637-561X and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2019) A P300-based brain-computer interface for improving attention. Frontiers in Human Neuroscience, 12 . ISSN 1662-5161

2018

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) An interpretable machine vision approach to human activity recognition using photoplethysmograph sensor data. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2018), 6 -7 Dec 2018, Dublin, Ireland.

Smeaton, Alan F. ORCID: 0000-0003-1028-8389, Corrigan, Owen ORCID: 0000-0002-1840-982X, Dockree, Paul, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Healy, Graham ORCID: 0000-0001-6429-6339, Hu, Feiyan ORCID: 0000-0001-7451-6438, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Mohedano, Eva and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) Dublin's participation in the predicting media memorability task at MediaEval 2018. In: MediaEval Benchmarking Initiative for Multimedia Evaluation, 29-31 Oct 2018, Nice, France.

Barton, Sinead ORCID: 0000-0003-4915-7335, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Hennelly, Bryan ORCID: 0000-0003-1326-9642 (2018) Algorithm for optimal denoising of Raman spectra. Analytical Methods, 10 (30). pp. 3759-3769. ISSN 1759-9660

Brophy, Eoin ORCID: 0000-0002-6486-5746, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Dominguez Veiga, José Juan ORCID: 0000-0002-6634-9606 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) A machine vision approach to human activity recognition using photoplethysmograph sensor data. In: 29th Irish Signals and Systems Conference, 21 - 22 June 2018, Belfast, Northern Ireland. ISBN 987-1-5386-6046-1

O'Reilly, Martin ORCID: 0000-0003-2425-5393, Caulfield, Brian ORCID: 0000-0003-0290-9587, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Johnson, William ORCID: 0000-0003-0525-6577 and Doherty, Cailbhe ORCID: 0000-0002-5284-856X (2018) Wearable inertial sensor systems for lower limb exercise detection and evaluation: a systematic review. Sports Medicine, 48 (5). pp. 1221-1246. ISSN 0112-1642

O'Reilly, Martin, Slevin, Patrick, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Caulfield, Brian (2018) A Wearable sensor-based Exercise biofeedback system: mixed methods evaluation of Formulift. Journal of Internet Medical Research MHealth and UHealth, 6 (1). ISSN 2291-5222

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2018) A review of feature extraction and classification algorithms for image RSVP based BCI. In: Tanaka, Toshihisa and Mahnaz, Arvaneh, (eds.) Signal Processing and Machine Learning for Brain-Machine Interfaces. Control, Robotics and Sensors . The Institute of Engineering and Technology, pp. 243-270. ISBN 978-1-78561-398-2

2017

Healy, Graham ORCID: 0000-0001-6429-6339, Ward, Tomás E. ORCID: 0000-0002-6173-6607, Gurrin, Cathal ORCID: 0000-0003-2903-3968 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) Overview of NTCIR-13 NAILS task. In: The 13th NTCIR (2016 - 2017) Evaluation of Information Access Technologies June 2016 - December 2017 Conference, 5-8 Dec 2017, Tokyo, Japan.

Healy, Graham ORCID: 0000-0001-6429-6339, Wang, Zhengwei ORCID: 0000-0001-7706-553X, Gurrin, Cathal ORCID: 0000-0003-2903-3968, Ward, Tomás E. ORCID: 0000-0002-6173-6607 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2017) An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies. In: NeuroIIR 2017 - CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 11 Mar 2017, Oslo, Noway.

2016

Wang, Zhengwei ORCID: 0000-0001-7706-553X, Healy, Graham ORCID: 0000-0001-6429-6339, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2016) An investigation of triggering approaches for the rapid serial visual presentation paradigm in brain computer interfacing. In: 27th Irish Signals and Systems Conference, 21-22 Jun 2016, Derry, UK.

2011

Rovira-Borras, Carlos, Coyle, Shirley ORCID: 0000-0003-0493-8963, Corcoran, Brian, Ward, Tomás E. ORCID: 0000-0002-6173-6607, McCoy, Aaron, Stroiescu, Florin, Daly, Kieran and Diamond, Dermot ORCID: 0000-0003-2944-4839 (2011) Web-based sensor streaming wearable for respiratory monitoring applications. In: IEEE Sensors, 28-31 Oct 2011, Limerick, Ireland.

2010

Mitchell, Edmond, Coyle, Shirley ORCID: 0000-0003-0493-8963, O'Connor, Noel E. ORCID: 0000-0002-4033-9135, Diamond, Dermot ORCID: 0000-0003-2944-4839 and Ward, Tomás E. ORCID: 0000-0002-6173-6607 (2010) Breathing feedback system with wearable textile sensors. In: Body Sensor Network 2010, 6-9 June, Singapore. ISBN 978-0-7695-4065-8

Coyle, Shirley ORCID: 0000-0003-0493-8963, Mitchell, Edmond, Ward, Tomás E. ORCID: 0000-0002-6173-6607, May, Gregory, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Diamond, Dermot ORCID: 0000-0003-2944-4839 (2010) Textile sensors for personalized feedback. In: IAPMA2010 - ECIR2010 workshop on information access for personal media archives, 28 March 2010, Milton Keynes, UK.

2009

Coyle, Shirley ORCID: 0000-0003-0493-8963, Mitchell, Edmond, Ward, Tomás E. ORCID: 0000-0002-6173-6607, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Diamond, Dermot ORCID: 0000-0003-2944-4839 (2009) Wearable sensors and feedback system to improve breathing technique. In: UNCSR 1st Annual Symposium, 22 October, Dublin, Ireland.